Land Cover Classification
Area in km² (%)
Apucarana (108.07 km²)■ Bare soil: 4.31 (3.99%)
■ Shrub/Scrub: 4.43 (4.1%)
■ Row Crops: 37.13 (34.36%)
■ Grass/Pasture: 8.87 (8.21%)
■ Developed High Density: 0.68 (0.63%)
■ Developed Industrial: 7.18 (6.65%)
■ Developed Low Density: 18.24 (16.87%)
■ Developed Medium Density: 8.46 (7.83%)
■ Perenial Trees: 18.17 (16.81%)
■ Perenial Water: 0.6 (0.55%)
Arapongas (127.53 km²)■ Bare soil: 4.57 (3.58%)
■ Shrub/Scrub: 1.65 (1.29%)
■ Row Crops: 55.88 (43.82%)
■ Grass/Pasture: 17.44 (13.67%)
■ Developed High Density: 0.35 (0.27%)
■ Developed Industrial: 10.39 (8.14%)
■ Developed Low Density: 17.59 (13.79%)
■ Developed Medium Density: 7.6 (5.96%)
■ Perenial Trees: 11.72 (9.19%)
■ Perenial Water: 0.35 (0.27%)
Cambe (70.72 km²)■ Bare soil: 5.57 (7.87%)
■ Shrub/Scrub: 2.25 (3.18%)
■ Row Crops: 26.52 (37.49%)
■ Grass/Pasture: 2.58 (3.65%)
■ Developed High Density: 0.16 (0.22%)
■ Developed Industrial: 6.44 (9.11%)
■ Developed Low Density: 12.27 (17.35%)
■ Developed Medium Density: 9.67 (13.67%)
■ Perenial Trees: 4.79 (6.78%)
■ Perenial Water: 0.48 (0.68%)
Sarandi (27.99 km²)■ Bare soil: 1.55 (5.55%)
■ Shrub/Scrub: 0.26 (0.94%)
■ Row Crops: 5.04 (18.02%)
■ Grass/Pasture: 1.67 (5.98%)
■ Developed High Density: 0.01 (0.04%)
■ Developed Industrial: 2.8 (9.99%)
■ Developed Low Density: 13.99 (50.0%)
■ Developed Medium Density: 2.32 (8.28%)
■ Perenial Trees: 0.32 (1.15%)
■ Perenial Water: 0.01 (0.04%)
Cambira (2.84 km²)■ Bare soil: 0.13 (4.62%)
■ Shrub/Scrub: 0.0 (0.0%)
■ Row Crops: 0.38 (13.45%)
■ Grass/Pasture: 0.05 (1.68%)
■ Developed High Density: 0.0 (0.0%)
■ Developed Industrial: 0.3 (10.5%)
■ Developed Low Density: 1.28 (44.95%)
■ Developed Medium Density: 0.63 (22.27%)
■ Perenial Trees: 0.07 (2.52%)
■ Perenial Water: 0.0 (0.0%)
Ibipora (46.63 km²)■ Bare soil: 1.52 (3.25%)
■ Shrub/Scrub: 2.62 (5.61%)
■ Row Crops: 12.44 (26.68%)
■ Grass/Pasture: 7.83 (16.79%)
■ Developed High Density: 0.0 (0.0%)
■ Developed Industrial: 3.97 (8.51%)
■ Developed Low Density: 9.95 (21.35%)
■ Developed Medium Density: 1.78 (3.82%)
■ Perenial Trees: 6.5 (13.94%)
■ Perenial Water: 0.02 (0.05%)
Jandaia (20.23 km²)■ Bare soil: 1.89 (9.33%)
■ Shrub/Scrub: 0.31 (1.54%)
■ Row Crops: 7.78 (38.45%)
■ Grass/Pasture: 0.56 (2.78%)
■ Developed High Density: 0.16 (0.77%)
■ Developed Industrial: 1.78 (8.8%)
■ Developed Low Density: 3.01 (14.88%)
■ Developed Medium Density: 2.58 (12.76%)
■ Perenial Trees: 2.14 (10.57%)
■ Perenial Water: 0.02 (0.12%)
Londrina (216.23 km²)■ Bare soil: 12.02 (5.56%)
■ Shrub/Scrub: 6.68 (3.09%)
■ Row Crops: 45.33 (20.96%)
■ Grass/Pasture: 9.51 (4.4%)
■ Developed High Density: 4.22 (1.95%)
■ Developed Industrial: 19.97 (9.24%)
■ Developed Low Density: 54.52 (25.21%)
■ Developed Medium Density: 33.71 (15.59%)
■ Perenial Trees: 28.26 (13.07%)
■ Perenial Water: 2.0 (0.92%)
Maringa (137.21 km²)■ Bare soil: 4.66 (3.4%)
■ Shrub/Scrub: 2.61 (1.9%)
■ Row Crops: 21.01 (15.31%)
■ Grass/Pasture: 4.09 (2.98%)
■ Developed High Density: 2.43 (1.77%)
■ Developed Industrial: 23.02 (16.78%)
■ Developed Low Density: 47.24 (34.42%)
■ Developed Medium Density: 20.52 (14.96%)
■ Perenial Trees: 11.41 (8.32%)
■ Perenial Water: 0.23 (0.17%)
Rolandia (45.07 km²)■ Bare soil: 2.09 (4.64%)
■ Shrub/Scrub: 1.09 (2.41%)
■ Row Crops: 13.35 (29.62%)
■ Grass/Pasture: 4.39 (9.73%)
■ Developed High Density: 0.02 (0.05%)
■ Developed Industrial: 4.83 (10.71%)
■ Developed Low Density: 10.03 (22.25%)
■ Developed Medium Density: 4.79 (10.63%)
■ Perenial Trees: 4.22 (9.36%)
■ Perenial Water: 0.26 (0.58%)
Mandaguari (42.07 km²)■ Bare soil: 3.97 (9.43%)
■ Shrub/Scrub: 0.67 (1.59%)
■ Row Crops: 17.11 (40.68%)
■ Grass/Pasture: 4.31 (10.26%)
■ Developed High Density: 0.0 (0.0%)
■ Developed Industrial: 3.36 (7.98%)
■ Developed Low Density: 6.14 (14.6%)
■ Developed Medium Density: 1.95 (4.63%)
■ Perenial Trees: 4.42 (10.51%)
■ Perenial Water: 0.13 (0.31%)
Marialva (27.45 km²)■ Bare soil: 2.01 (7.31%)
■ Shrub/Scrub: 0.62 (2.26%)
■ Row Crops: 9.44 (34.39%)
■ Grass/Pasture: 2.98 (10.84%)
■ Developed High Density: 0.0 (0.0%)
■ Developed Industrial: 3.38 (12.32%)
■ Developed Low Density: 6.74 (24.55%)
■ Developed Medium Density: 1.21 (4.4%)
■ Perenial Trees: 1.04 (3.79%)
■ Perenial Water: 0.04 (0.13%)
Specifications:
- Model: CLIP-ViT-B/32
- Year: 2024
- Classes: 10 land cover types